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In this video, I explain the 5 different model families of Stable Diffusion. October 2025 Update (Flux, SD3.5, and Illustrious): ...

All lesson resources are available at http://course.fast.ai.) This is the first lesson of part 2 of Practical Deep Learning for Coders.

Johno shows us what is happening behind the scenes when we create an image with Stable Diffusion, looking at the different ...

All lesson resources are available at http://course.fast.ai.) This lesson creates a complete Diffusers pipeline from the underlying ...

All lesson resources are available at http://course.fast.ai.) In Lesson 16, we dive into building a flexible training framework called ...

Oops I say it's "Lesson 21" at the start of the video -- but actually this is lesson 22! (All lesson resources are available at ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into mixed precision training and experiment with ...

All lesson resources are available at http://course.fast.ai.) In this lesson, Jeremy introduces Dropout, a technique for improving ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we discuss various techniques and experiments shared ...

All lesson resources are available at http://course.fast.ai.) We start with a dive into convolutional autoencoders and explore the ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we discuss the importance of weight initialization in neural ...

EuroPython 2023 — South Hall 2B on 2023-07-20] ...

This video delves into Denoising Diffusion Probabilistic Models (DDPM), a class of generative models that progressively refine ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into the implementation of the chain rule in neural ...

Trying to run AI at home.

Screencast of me trying out a local install of Stable Diffusion. I forgot to mention a few things, but those things are all mentioned on ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into various stochastic gradient descent (SGD) ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we start by discussing the CLIP Interrogator, a Hugging ...

All lesson resources are available at http://course.fast.ai.) In this lesson, Jeremy, Johno, and Tanishq discuss their experiments ...

Building image datasets is hard work. Instead of scraping, cleaning and labeling images, why not generate them directly with a ...